CN110189500A - A kind of intelligent remote mentally disturbed's risk early warning system based on bluetooth positioning - Google Patents
A kind of intelligent remote mentally disturbed's risk early warning system based on bluetooth positioning Download PDFInfo
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- CN110189500A CN110189500A CN201910540928.1A CN201910540928A CN110189500A CN 110189500 A CN110189500 A CN 110189500A CN 201910540928 A CN201910540928 A CN 201910540928A CN 110189500 A CN110189500 A CN 110189500A
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
- G08B21/0202—Child monitoring systems using a transmitter-receiver system carried by the parent and the child
- G08B21/0261—System arrangements wherein the object is to detect trespassing over a fixed physical boundary, e.g. the end of a garden
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
- G08B21/0202—Child monitoring systems using a transmitter-receiver system carried by the parent and the child
- G08B21/0277—Communication between units on a local network, e.g. Bluetooth, piconet, zigbee, Wireless Personal Area Networks [WPAN]
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Abstract
The present invention provides a kind of intelligent remote mentally disturbed's risk early warning system based on bluetooth positioning, including managing database server, photographic device, speech-sound intelligent identification module, physiological parameter acquisition module, wireless communication module, Portable movable display terminal, bluetooth positioning alarm system, mobile intelligent terminal of alarming；Portable movable display terminal is connect with photographic device, speech-sound intelligent identification module, artificial touch screen recording module, physiological parameter acquisition module respectively；Alarm mobile intelligent terminal and Portable movable display terminal pass through wireless communication module respectively and connect with control database server；Portable movable display terminal response user inputs the assessment of risks information for obtaining intelligent mentally disturbed and is sent to control database server；The present invention can provide innovation risk assessment mode to mental hygiene system, intelligently evaluate its Hazard rank, and can be monitored to dangerous patient, when the position that patient is moved to other than preset range then sounds an alarm, improve social safety.
Description
Technical field
This application involves psychiatric evaluation fields more particularly to a kind of intelligent remote mentally disturbed based on bluetooth positioning
Risk early warning system.
Background technique
For the division of labor of clear each department, instructs each department to be classified severe mental disturbances person and manage, national health health committee member
" job specification (version in 2018) is treated in severe mental disturbances management " can have been put into effect, has been endangered wherein having formulated to severe mental disturbances person
The grade scale of dangerous assessment: " 0 grade: without any behavior met in 1-5 grades following；1 grade: oral threat is shouted, but is not had
Break behavior；2 grades: breaking behavior, limitation is stayed at home, and for property, can be prevented by advising；3 grades: behavior is obviously broken, regardless of
Occasion cannot receive to advise and stop for property；4 grades: lasting breaks behavior, regardless of occasion, for property or people, no
It can receive to advise and stop, including feel sorrow for oneself, commit suiside；5 grades: any act of violence for people of restrictive dangerous weapon is held, or
No matter at home or public arena person such as sets on fire, explodes at the behaviors,." according to this file, the risk etc. of severe mental disturbances person
Grade is the deciding factor which kind of management and control measures relevant departments use, so that each department carries out classification pipe to severe mental disturbances person
Reason.The management and control measures of 0-2 grades of Hazard rank of severe mental disturbances person are looser, based on monitoring of being in, medication treatment.3
Grade or more severe mental disturbances person's management and control measures relative tight there is violent tenet and be sent to insane asylum in time with anti-more diligent
Treatment.In practice, needs tissue professional spirit section doctor to go down to the grass-roots units and carry out large-scale risk assessment, but currently due to China
Mental hygiene shortage of resources, specialist is gone down to the grass-roots units, and difficult, assessment cycle is too long, and single evaluation number is excessive, and psychosis
Shape has sudden, changeability, and evaluation interval overlong time cannot reflect patient's real hazard.Existing risk assessment mould
Formula is not able to satisfy the control demand to risk mentally disturbed, it is therefore necessary to improve.
Summary of the invention
To solve the above-mentioned problems, the present invention provides a kind of intelligent remote mentally disturbed's risk based on bluetooth positioning
Early warning system, including control database server, it is photographic device, speech-sound intelligent identification module, physiological parameter acquisition module, wireless
Communication module, Portable movable display terminal, bluetooth positioning alarm system, mobile intelligent terminal of alarming；
Mobile display terminal is the Portable tablet personal computers such as IPAD；
Portable movable display terminal respectively with photographic device, speech-sound intelligent identification module, artificial touch screen recording module, life
Manage parameter collection module connection；
Alarm mobile intelligent terminal and Portable movable display terminal pass through wireless communication module and control database respectively
Server connection；
Portable movable display terminal response user inputs the assessment of risks information for obtaining intelligent mentally disturbed and sends
To control database server；
Assessment of risks information includes oral threat information, and information is broken in interior, and information is broken or cannot dissuaded from regardless of occasion,
For people's information, armed violence information；
Portable movable display terminal generates mentally disturbed's Hazard rank according to assessment of risks information；
Bluetooth positioning alarm system includes Intelligent bracelet and multiple bluetooth localizer beacons；
It manages database server and mentally disturbed position is monitored by Intelligent bracelet and multiple bluetooth localizer beacons, if danger
The mentally disturbed that dangerous grade is greater than preset value is moved to outside preset range, then issues alarm signal to alarm mobile intelligent terminal
Breath.
Further, the Portable movable display terminal obtains mentally disturbed's Hazard rank using following steps:
Step 1: according to different brackets, extracting feature and be respectively as follows: oral threat, and interior is broken, and breaks regardless of occasion or nothing
Method is dissuaded from or can not be dissuaded from, and for people, armed violence, each feature is scored by 0 or 1, is met feature and is remembered 1 point, no this feature note 0
Point.Then have classification as follows:
Selection obvious characteristic is control group, and graded features are as follows:
Respectively with x0,x1,x2,x3,x4,x5LV0, LV1, LV2, LV3, LV4, LV5 are represented, comparison matrix is established are as follows:
The feature each column and x of target object0-x5It is respectively compared the matrix that rear value obtains target sequence Y:
Step 2: normalization:
X (1)=[Y X] is enabled,
Enable X (1)=[Y X]=[X0X]=[X0 X1 X2 X3 X4 X5 X6],
It is normalized line by line, formula is as follows:
It is calculated one by one by above-mentioned formula
Each new x after normalizing outijNew matrix X (2) is formed,
Step 3: matrix X (2) difference sequence Δ, Δ are asked using following formulamaxAnd Δmin
Enable Δij=| xi0-xij|, i=0,1 ..., 4；J=1,2 ..., 6,
Step 4: grey relational grade coefficient matrix ξ is asked using following formula
β is empirical coefficient, is taken
0.5；
Step 5: sequence X and the grey relational grade matrix of target sequence Y are compared in calculating,
Following formula is used to compare the grey relational grade matrix of sequence X and target sequence Y for R, r0jFor Y and x0-x5Phase
Pass degree,
Step 6: grade is chosen
After finding out j value, j-1 is the Hazard rank (as shown in the table) of target column.
Mentally disturbed's risk assessment grade
The beneficial effects of the invention are as follows
1. the present invention realizes human-computer interaction, the speech-sound intelligent identification module of artificial intelligence by artificial intelligence interactive system
Intelligent sound identification and semantic understanding can be achieved, particular keywords and complicated sentence can be interpreted, there is voice interface essence
Standard, response quickly, feature easy to use.
2. wireless data channel of the present invention is ZigBee module, which is CC2530 integrated circuit.Physiological parameter
Acquisition module is wireless device, can automatic storage and upload with photographic device detection data.Mobile display terminal is IPAD
Equal Portable tablet personal computers.
3. follow-up personnel visit when visiting patient, passes through speech-sound intelligent identification module and the input of artificial touch screen recording module is suffered from
Person's state, system use assessment algorithm, 0-5 grades of classifications are realized to patient by patient risk's property diversity module, if intelligence grading 3
Grade or more it is capable of automatic alarm, and video is connected to specified Psycs' remote guide.
4. Psycs can be by video call system direct access inquiry guardian and observation mentally disturbed's situation, and can
Control data is consulted, the ordinary circumstance of patient is understood, and transfer live physiological parameter, instructs its risk assessment and intervention stratege
Formulation.
5. voice input, artificial touch screen typing, photographic device, each module of physiological parameter acquisition data information according to assessment
As a result filed, if assessment result and consistent in the past, Portable movable display terminal display Current therapeutic rehabilitation scheme；If
Assessment result risk in the past it is inconsistent, then Hazard rank automatically updates, and adjusts its therapeutic scheme, and in portable shifting
Dynamic display terminal prompt, all data are uploaded to data consolidation server by network, and Hazard rank is periodically changed name
Single upload is to managing database server.
6 this system can be monitored dangerous patient, when the position that patient is moved to other than preset range then issues
Alarm improves social safety.
Detailed description of the invention
Fig. 1 is one embodiment of the invention connection relationship diagram.
Specific embodiment
The present invention as shown in Figure 1, which provides one kind remote danger mentally disturbed may be implemented, assess and has position positioning in advance
The system of alert function includes control database server, photographic device, speech-sound intelligent identification module, physiological parameter acquisition module,
Wireless communication module, Portable movable display terminal, bluetooth positioning alarm system, mobile intelligent terminal of alarming；
In an embodiment of the present invention, speech-sound intelligent identification module is the intelligent sound with microphone and voice recognition chip
Case, artificial touch screen recording module are touch display screen, and physiological parameter acquisition module is blood pressure sensor.Alarm mobile intelligent terminal
For the smart phone of administrative staff.
Portable movable display terminal respectively with, photographic device, speech-sound intelligent identification module, artificial touch screen recording module,
The connection of physiological parameter acquisition module；
Alarm mobile intelligent terminal and Portable movable display terminal pass through wireless communication module and control database service
Device connection；
Portable movable display terminal response user inputs the assessment of risks information for obtaining intelligent mentally disturbed and sends
To control database server；
Assessment of risks information includes oral threat information, and information is broken in interior, breaks information, armed violence letter regardless of occasion
Breath；
Portable movable display terminal generates mentally disturbed's Hazard rank according to assessment of risks information；
Bluetooth positioning alarm system includes Intelligent bracelet and multiple bluetooth localizer beacons；
It manages database server and mentally disturbed position is monitored by Intelligent bracelet and multiple bluetooth localizer beacons, if danger
The mentally disturbed that dangerous grade is greater than preset value is moved to outside preset range, then issues alarm signal to alarm mobile intelligent terminal
Breath.
Preset range is the specified region delimited in administrator's map software.
The bluetooth positioning principle in implementation process of the present invention is illustrated below,
Bluetooth positioning is fixed based on RSSI (Received Signal Strength Indication, signal strength instruction)
Position principle.According to the difference of positioning end, bluetooth positioning method is divided into network side positioning and terminal side positioning.Network side positioning system
By terminal (terminal with low-power consumption bluetooth such as mobile phone), Bluetooth Bluetooth beaconing nodes, Bluetooth gateway, WLAN and rear end number
It is constituted according to server.Its specific position fixing process is:
1) Bluetooth beacon and Bluetooth gateway are laid with first in region.
2) when terminal enters Bluetooth beacon signal cover, terminal can sense the broadcast singal of Bluetooth beacon, so
The RSSI value calculated under certain Bluetooth beacon afterwards is transmitted to Back end data server by wifi network by Bluetooth gateway, leads to
Cross the specific location that the location algorithm built in server calculates terminal.
Terminal side positioning system is made of terminal device (mobile phone as being embedded in SDK software package) and Bluetooth beacon.It is specific
Positioning principle is:
1) Bluetooth beacon is laid in region first
2) Bluetooth beacon is constantly to surrounding broadcast signal and data packet
3) when terminal device enter Bluetooth beacon signal covering range, measure its RSSI value under different base station, so
Specific location is calculated by the location algorithm built in mobile phone again afterwards.
The present invention is using bluetooth positioning advantage: bluetooth communication is a kind of Radio Transmission Technology of short distance low-power consumption,
After indoor location bluetooth local area network access point appropriate, by network configuration at the basic network connection mode based on multi-user, and
Guarantee that bluetooth local area network access point is the main equipment of this micronetwork always.Use is obtained with by detecting signal strength in this way
The location information at family.Such as: building, hall or warehouse.It is integrated with Bluetooth function mobile terminal device for holding, as long as equipment
Bluetooth function open, bluetooth indoor locating system can carry out position judgement to it.
It manages database server and mentally disturbed position is monitored by Intelligent bracelet and Bluetooth beacon, if Hazard rank
Mentally disturbed greater than preset value is moved to outside preset range, then to alarm mobile intelligent terminal alert.
Intelligent bracelet can be the HUAWEIWATCH 2Pro with bluetooth module and mobile communication function.
Portable movable display terminal generates mentally disturbed's Hazard rank according to assessment of risks information.
The present invention portable can manage follow-up personnel for mentally disturbeds such as the anti-personnel of essence, community grid person, local police station people's police
It uses, makes risk assessment normalization, mobilism, and control database server can be connected, moreover it is possible to direct line professional spirit
Section doctor carries out assessment guidance.Dangerous patient is monitored, social safety is provided.
The algorithm of evaluation process of the present invention is described in detail below.
Step 1: problem is classified
It is provided according to disease control office, national health health committee " job specification (version in 2018) is treated in severe mental disturbances management ",
Mentally disturbed's risk assessment is divided into 6 grades, is respectively as follows:
0 grade: without any behavior met in 1-5 grades following；
1 grade: oral threat shouts, but does not break behavior；
2 grades: breaking behavior, limitation is stayed at home, and for property, can be prevented by advising；
3 grades: obviously breaking behavior, regardless of occasion, for property, cannot receive to advise and stop；
4 grades: lasting breaks behavior, regardless of occasion, for property or people, cannot receive to advise and stop, including self inflicted injury,
Suicide；
5 grades: armed any act of violence for people, or the behaviors such as set on fire, explode, no matter at home or public field
It closes.
Accordingly, it according to different brackets, extracts feature and is respectively as follows: oral threat, interior is broken, and is broken regardless of occasion or can not
It dissuades from, for people, armed violence (including set on fire, explode), each feature is scored by 0 or 1, is met feature and is remembered 1 point, without this feature
0 point of note.Then have classification as follows:
Selection obvious characteristic is control group, and graded features are as follows:
Respectively with x0,x1,x2,x3,x4,x5LV0, LV1, LV2, LV3, LV4, LV5 are represented, comparison matrix is established are as follows:
The feature each column and x of target object0-x5It is respectively compared the matrix that rear value obtains target sequence Y:
Step 2: normalization:
X (1)=[Y X] is enabled,
Enable X (1)=[Y X]=[X0X]=[X0 X1 X2 X3 X4 X5 X6],
It is normalized line by line, formula is as follows:
It is calculated one by one by above-mentioned formula
Each new x after normalizing outijNew matrix X (2) is formed,
Step 3: matrix X (2) difference sequence Δ, Δ are asked using following formulamaxAnd Δmin
Enable Δij=| xi0-xij|, i=0,1 ..., 4；J=1,2 ..., 6,
Step 4: grey relational grade coefficient matrix ξ is asked using following formula
β is empirical coefficient, takes 0.5；
Step 5: sequence X and the grey relational grade matrix of target sequence Y are compared in calculating,
Following formula is used to compare the grey relational grade matrix of sequence X and target sequence Y for R, r0jFor Y and x0-x5Phase
Pass degree,
Step 6: grade is chosen
After finding out j value, j-1 is the Hazard rank (as shown in the table) of target column.
Mentally disturbed's risk assessment grade
The present invention have the function of advantage following prominent and: the present invention can provide innovation risk to mental hygiene system and comment
Estimate mode, the basic physiologies parameter value such as intelligently evaluate its Hazard rank, and blood pressure, pulse can be acquired, be easy to understand patient from
Body health status and whether be in a bad mood excitement phenomena such as, alleviate the burden that guardian send patient to go to hospital.It can long-range connecting line tube
Database is controlled, the follow-up efficiency and information that each department control follow-up personnel can be improved feed back order of accuarcy, and long-distance video line
Professional spirit section doctor, the control that the professional and mentally disturbed of follow-up can be improved is scientific, and reduces spiritual medical treatment money
The consumption in source, and can the patient high to danger classes be monitored, when the position that patient is moved to other than preset range is then sent out
Alarm out improves social safety.
Claims (3)
1. a kind of intelligent remote mentally disturbed's risk early warning system based on bluetooth positioning, including control database service
Device, photographic device, speech-sound intelligent identification module, physiological parameter acquisition module, wireless communication module, Portable movable display are eventually
End, bluetooth positioning alarm system, mobile intelligent terminal of alarming；
Portable movable display terminal is joined with photographic device, speech-sound intelligent identification module, artificial touch screen recording module, physiology respectively
Number acquisition module connection；
Alarm mobile intelligent terminal and Portable movable display terminal pass through wireless communication module and control database service respectively
Device connection；
Portable movable display terminal response user inputs the assessment of risks information for obtaining intelligent mentally disturbed and is sent to pipe
Control database server；
Assessment of risks information includes oral threat information, and information is broken in interior, and information is broken or can not dissuaded from regardless of occasion, for
People's information, armed violence information；
Portable movable display terminal generates mentally disturbed's Hazard rank according to assessment of risks information；
Bluetooth positioning alarm system includes Intelligent bracelet and multiple bluetooth localizer beacons；
It manages database server and mentally disturbed position is monitored by Intelligent bracelet and multiple bluetooth localizer beacons, if risk
The mentally disturbed that grade is greater than preset value is moved to outside preset range, then to alarm mobile intelligent terminal alert.
2. a kind of intelligent remote mentally disturbed's risk early warning system based on bluetooth positioning as described in claim 1,
It being characterized in that, mentally disturbed's risk assessment is divided into 6 grades, and the meaning of each grade is,
0 grade: without any behavior met in 1-5 grades following；
1 grade: oral threat shouts, but does not break behavior；
2 grades: breaking behavior, limitation is stayed at home, and for property, can be prevented by advising；
3 grades: obviously breaking behavior, regardless of occasion, for property, cannot receive to advise and stop；
4 grades: lasting breaks behavior, regardless of occasion, for property or people, cannot receive to advise and stop, including feel sorrow for oneself, certainly
It kills；
5 grades: armed any act of violence for people, or the behaviors such as set on fire, explode, no matter at home or public arena.
3. a kind of intelligent remote mentally disturbed's risk early warning system based on bluetooth positioning as described in claim 1,
It is characterized in that,
The Portable movable display terminal obtains mentally disturbed's Hazard rank using following steps
Step1: it according to different brackets, extracts feature and is respectively as follows: oral threat, interior is broken, and is broken or can not be advised regardless of occasion
Only, for people, armed violence, each feature is scored by 0 or 1, is met feature and is remembered 1 point, no this feature remembers 0 point, then has classification such as
Under:
Selection obvious characteristic is control group, and graded features are as follows:
Respectively with x0,x1,x2,x3,x4,x5LV0, LV1, LV2, LV3, LV4, LV5 are represented, comparison matrix is established are as follows:
The feature each column and x of target object0-x5It is respectively compared the matrix that rear value obtains target sequence Y:
Step2: normalization:
X (1)=[Y X] is enabled,
Enable X (1)=[Y X]=[X0X]=[X0 X1 X2 X3 X4 X5 X6],
It is normalized line by line, formula is as follows:
It is calculated and is returned one by one by above-mentioned formula
Each new x after one changeijNew matrix X (2) is formed,
Step3: matrix X (2) difference sequence Δ, Δ are asked using following formulamaxAnd Δmin
Enable Δij=| xi0-xij|, i=0,1 ..., 4；J=1,2 ..., 6,
Step4: grey relational grade coefficient matrix ξ is asked using following formula
β is empirical coefficient, takes 0.5；
Step5: sequence X and the grey relational grade matrix of target sequence Y are compared in calculating,
Following formula is used to compare the grey relational grade matrix of sequence X and target sequence Y for R, r0jFor Y and x0-x5Related journey
Degree,
Step6: grade is chosen
After finding out j value, j-1 is the Hazard rank of target column.
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| CN114677826A (en) * | 2022-03-24 | 2022-06-28 | 中南大学湘雅二医院 | Mental patient violence early warning system based on individual behaviors and physiological characteristics |
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